Sequential Decision Making, Multi-Armed Bandits, Reinforcement Learning, Online Algorithms, Statistics

Optimal Transport, Gradient Flows, Sampling, Machine Learning

Estimating and Sampling Energy-Based Models, Density-Ratio Estimation, Representation Learning for Brain Imaging Data

Microeconomics, Applied / Experimental and Theoretical Economics, Game Theory, Intersection of Economics and Computer Science

(Algorithmic) Game Theory, Market Design, Stable Matching, Dynamic Matching

Algorithmic Fairness, Online Learning, Decision Making, Privacy

Extreme value theory, Climate Risks, Stochastic Processes, Statistical Learning

Theoretical Aspects in Sequential Decision-Making

Visual Analytics, Blockchain Data, Decentralized Finance, Network Science

Statistical Learning Theory, Stochastic Optimization, High-Dimensional Statistics